How does Color Constancy Affect Target Recognition and Instance Segmentation? - Siyan Xue; Shaobing Gao; Minjie Tan; Zhen He; Liangtian He (ACM Multimedia, 2021)

A New Parameterless Filled Function Method for Global Optimization. - Haiyan Liu; Siyan Xue; Yuan Cheng; Shouheng Tuo (Axioms, 2022)

A space-reduction based three-phase approach for large-scale optimization. - Haiyan Liu; Yuan Cheng; Siyan Xue; Shouheng Tuo (Appl. Soft Comput., 2023)

Medical Multimodal Foundation Models in Clinical Diagnosis and Treatment: Applications, Challenges, and Future Directions. - Kai Sun; Siyan Xue; Fuchun Sun 001; Haoran Sun; Yu Luo; Ling Wang; Siyuan Wang; Na Guo; Lei Liu; Tian Zhao; Xinzhou Wang; Lei Yang; et al. (CoRR, 2024)

GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning. - Wenyi Hong; Wenmeng Yu; Xiaotao Gu; Guo Wang; Guobing Gan; Haomiao Tang; Jiale Cheng; Ji Qi 003; Junhui Ji; Lihang Pan; Shuaiqi Duan; Weihan Wang; et al. (CoRR, 2025)